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[PRE REVIEW]: pyPLNmodels: A Python package to analyse multivariate high-dimensional count data #6965

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editorialbot opened this issue Jul 7, 2024 · 54 comments
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pre-review Track: 5 (DSAIS) Data Science, Artificial Intelligence, and Machine Learning

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editorialbot commented Jul 7, 2024

Submitting author: @Bastien-mva (Bastien Batardiere)
Repository: https://github.com/PLN-team/pyPLNmodels.git
Branch with paper.md (empty if default branch): joss
Version: 0.0.78
Editor: @likeajumprope
Reviewers: @LingfengLuo0510, @mrazomej
Managing EiC: Chris Vernon

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status

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HTML: <a href="https://joss.theoj.org/papers/1f6f471f36670700a9d70ccd03654038"><img src="https://joss.theoj.org/papers/1f6f471f36670700a9d70ccd03654038/status.svg"></a>
Markdown: [![status](https://joss.theoj.org/papers/1f6f471f36670700a9d70ccd03654038/status.svg)](https://joss.theoj.org/papers/1f6f471f36670700a9d70ccd03654038)

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@Bastien-mva if you have any suggestions for potential reviewers then please mention them here in this thread (without tagging them with an @). You can search the list of people that have already agreed to review and may be suitable for this submission.

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@editorialbot editorialbot added pre-review Track: 5 (DSAIS) Data Science, Artificial Intelligence, and Machine Learning labels Jul 7, 2024
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Hello human, I'm @editorialbot, a robot that can help you with some common editorial tasks.

For a list of things I can do to help you, just type:

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For example, to regenerate the paper pdf after making changes in the paper's md or bib files, type:

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Software report:

github.com/AlDanial/cloc v 1.90  T=0.09 s (705.1 files/s, 171888.0 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
Python                          30           1380           3087           6043
CSV                             10              0              0           1948
Markdown                         3             87              0            360
R                                2             30              9            171
TeX                              1             12              0             83
YAML                             2              8             17             79
Jupyter Notebook                 1              0           1026             64
TOML                             1              6              8             53
DOS Batch                        1              8              1             26
reStructuredText                 7             13             56             17
Bourne Shell                     1              2              0             13
make                             1              4              7              9
-------------------------------------------------------------------------------
SUM:                            60           1550           4211           8866
-------------------------------------------------------------------------------

Commit count by author:

   631	bastien-mva
    11	Julien Chiquet
     9	Jean-Benoist Leger
     1	Joon Kwon

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Paper file info:

📄 Wordcount for paper.md is 1747

✅ The paper includes a Statement of need section

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License info:

✅ License found: MIT License (Valid open source OSI approved license)

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Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.3389/fevo.2021.588292 is OK
- 10.5281/zenodo.5765804 is OK
- 10.1093/biomet/76.4.643 is OK

MISSING DOIs

- No DOI given, and none found for title: PyTorch: An Imperative Style, High-Performance Dee...
- 10.25080/majora-92bf1922-011 may be a valid DOI for title: statsmodels: Econometric and statistical modeling ...
- 10.1214/18-aoas1177 may be a valid DOI for title: Variational inference for probabilistic Poisson PC...
- No DOI given, and none found for title: gllvm - Fast analysis of multivariate abundance da...
- No DOI given, and none found for title: Zero-inflation in the Multivariate Poisson Lognorm...
- No DOI given, and none found for title: The NLopt nonlinear-optimization package

INVALID DOIs

- None

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👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

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Five most similar historical JOSS papers:

Pyglmnet: Python implementation of elastic-net regularized generalized linear models
Submitting author: @jasmainak
Handling editor: @arokem (Retired)
Reviewers: @professoralkmin, @ryEllison
Similarity score: 0.7138

PyNM: a Lightweight Python implementation of Normative Modeling
Submitting author: @harveyaa
Handling editor: @dfm (Active)
Reviewers: @smkia, @saigerutherford
Similarity score: 0.7068

SiSyPHE: A Python package for the Simulation of Systems of interacting mean-field Particles with High Efficiency
Submitting author: @antoinediez
Handling editor: @pdebuyl (Active)
Reviewers: @lorenzo-rovigatti, @junghans
Similarity score: 0.7025

Groupyr: Sparse Group Lasso in Python
Submitting author: @richford
Handling editor: @galessiorob (Active)
Reviewers: @janfreyberg, @JonathanReardon, @rougier
Similarity score: 0.7001

DeepOF: a Python package for supervised and unsupervised pattern recognition in mice motion tracking data
Submitting author: @lucasmiranda42
Handling editor: @emdupre (Active)
Reviewers: @cellistigs, @edeno
Similarity score: 0.6972

⚠️ Note to editors: If these papers look like they might be a good match, click through to the review issue for that paper and invite one or more of the authors before considering asking the reviewers of these papers to review again for JOSS.

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I'm sorry human, I don't understand that. You can see what commands I support by typing:

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Hello @Bastien-mva, here are the things you can ask me to do:


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# Get a list of all editors's GitHub handles
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@editorialbot generate my checklist

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# Run checks and provide information on the repository and the paper file
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# Check the references of the paper for missing DOIs
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@editorialbot list reviewers

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Software report:

github.com/AlDanial/cloc v 1.90  T=0.09 s (700.4 files/s, 169699.7 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
Python                          30           1380           3087           6043
CSV                             10              0              0           1948
Markdown                         3             67              0            290
R                                2             30              9            171
TeX                              1             12              0             83
YAML                             2              8             17             79
Jupyter Notebook                 1              0           1026             64
TOML                             1              6              8             53
DOS Batch                        1              8              1             26
reStructuredText                 7             13             56             17
Bourne Shell                     1              2              0             13
make                             1              4              7              9
-------------------------------------------------------------------------------
SUM:                            60           1530           4211           8796
-------------------------------------------------------------------------------

Commit count by author:

   632	bastien-mva
    11	Julien Chiquet
     9	Jean-Benoist Leger
     1	Joon Kwon

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Paper file info:

📄 Wordcount for paper.md is 1106

✅ The paper includes a Statement of need section

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License info:

✅ License found: MIT License (Valid open source OSI approved license)

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At-mentioning co-authors here: @jchiquet @joon-kwon

Here is a non-exhaustive list of potential reviewers from the JOSS reviewers google sheet (coauthors, please feel free to add more in this thread):

  • richford
  • ZhenchenHong
  • LingfengLuo0510
  • mayer79
  • mrazomej
  • DanWaxman
  • simeonhebrew
  • matt-graham
  • roualdes
  • prdm0
  • Wrzlprmft
  • misken
  • vankesteren
  • limengbinggz
  • larryshamalama
  • nickelnine37
  • zhenmuw.edu
  • janfb
  • papachristoumarios
  • edrictam
  • maximtrp
  • Rlucas7
  • tylerwmarrs

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Software report:

github.com/AlDanial/cloc v 1.90  T=0.09 s (703.7 files/s, 170455.1 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
Python                          30           1380           3087           6043
CSV                             10              0              0           1948
Markdown                         3             65              0            289
R                                2             30              9            171
TeX                              1             12              0             83
YAML                             2              8             17             79
Jupyter Notebook                 1              0           1026             64
TOML                             1              6              8             53
DOS Batch                        1              8              1             26
reStructuredText                 7             13             56             17
Bourne Shell                     1              2              0             13
make                             1              4              7              9
-------------------------------------------------------------------------------
SUM:                            60           1528           4211           8795
-------------------------------------------------------------------------------

Commit count by author:

   633	bastien-mva
    11	Julien Chiquet
     9	Jean-Benoist Leger
     1	Joon Kwon

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Paper file info:

📄 Wordcount for paper.md is 1092

✅ The paper includes a Statement of need section

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License info:

✅ License found: MIT License (Valid open source OSI approved license)

@Bastien-mva
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@editorialbot check repository

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Software report:

github.com/AlDanial/cloc v 1.90  T=0.09 s (700.1 files/s, 169563.8 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
Python                          30           1380           3087           6043
CSV                             10              0              0           1948
Markdown                         3             65              0            288
R                                2             30              9            171
TeX                              1             12              0             83
YAML                             2              8             17             79
Jupyter Notebook                 1              0           1026             64
TOML                             1              6              8             53
DOS Batch                        1              8              1             26
reStructuredText                 7             13             56             17
Bourne Shell                     1              2              0             13
make                             1              4              7              9
-------------------------------------------------------------------------------
SUM:                            60           1528           4211           8794
-------------------------------------------------------------------------------

Commit count by author:

   634	bastien-mva
    11	Julien Chiquet
     9	Jean-Benoist Leger
     1	Joon Kwon

@editorialbot
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Paper file info:

📄 Wordcount for paper.md is 1070

✅ The paper includes a Statement of need section

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License info:

✅ License found: MIT License (Valid open source OSI approved license)

@Bastien-mva
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@editorialbot check references

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Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.3389/fevo.2021.588292 is OK
- 10.5281/zenodo.5765804 is OK
- 10.1093/biomet/76.4.643 is OK

MISSING DOIs

- No DOI given, and none found for title: PyTorch: An Imperative Style, High-Performance Dee...
- 10.25080/majora-92bf1922-011 may be a valid DOI for title: statsmodels: Econometric and statistical modeling ...
- 10.1214/18-aoas1177 may be a valid DOI for title: Variational inference for probabilistic Poisson PC...
- No DOI given, and none found for title: gllvm - Fast analysis of multivariate abundance da...
- No DOI given, and none found for title: Zero-inflation in the Multivariate Poisson Lognorm...
- No DOI given, and none found for title: The NLopt nonlinear-optimization package

INVALID DOIs

- None

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Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.3389/fevo.2021.588292 is OK
- 10.25080/majora-92bf1922-011 is OK
- 10.5281/zenodo.5765804 is OK
- 10.1093/biomet/76.4.643 is OK
- 10.1214/18-aoas1177 is OK

MISSING DOIs

- No DOI given, and none found for title: PyTorch: An Imperative Style, High-Performance Dee...
- No DOI given, and none found for title: gllvm - Fast analysis of multivariate abundance da...
- No DOI given, and none found for title: Zero-inflation in the Multivariate Poisson Lognorm...
- No DOI given, and none found for title: The NLopt nonlinear-optimization package

INVALID DOIs

- None

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crvernon commented Jul 8, 2024

@editorialbot invite @likeajumprope as editor

👋 @likeajumprope - do you want to take this one on as editor?

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Invitation to edit this submission sent!

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Invitation to edit this submission sent!

sure!

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@editorialbot assign @likeajumprope as editor

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I'm sorry human, I don't understand that. You can see what commands I support by typing:

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Hello @likeajumprope, here are the things you can ask me to do:


# List all available commands
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@editorialbot remove @username from reviewers

# Get a list of all editors's GitHub handles
@editorialbot list editors

# Assign a user as the editor of this submission
@editorialbot assign @username as editor

# Remove the editor assigned to this submission
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# Remind an author, a reviewer or the editor to return to a review after a 
# certain period of time (supported units days and weeks)
@editorialbot remind @reviewer in 2 weeks

# Adds a checklist for the reviewer using this command
@editorialbot generate my checklist

# Set a value for version
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# Set a value for branch
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# Set a value for repository
@editorialbot set https://github.com/organization/repo as repository

# Set a value for the archive DOI
@editorialbot set 10.5281/zenodo.6861996 as archive

# Mention the EiCs for the correct track
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# Run checks and provide information on the repository and the paper file
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I'm sorry human, I don't understand that. You can see what commands I support by typing:

@editorialbot commands

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likeajumprope commented Jul 8, 2024

I'm sorry human, I don't understand that. You can see what commands I support by typing:

@editorialbot commands

what am I doing wrong haha
can you assign me @crvernon?

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crvernon commented Jul 8, 2024

@editorialbot assign @likeajumprope as editor

I believe only editors in chief can run assignments on a name (even if it is your own). You have to actually run:

@editorialbot assign me as editor

No problem though, I've got you on this one. And thanks!

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Assigned! @likeajumprope is now the editor

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Hi @LingfengLuo0510 👋 - would you be interested in taking on this paper for review?

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Hi @mayer79 👋 would you be interested in taking on this paper for review?

@likeajumprope
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Hi @mrazomej 👋 would you be interested in taking this paper on for review?

@LingfengLuo0510
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Hi @LingfengLuo0510 👋 - would you be interested in taking on this paper for review?

Thanks! Yes I am interested.

@likeajumprope
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Hi @LingfengLuo0510 👋 - would you be interested in taking on this paper for review?

Thanks! Yes I am interested.

perfect thanks!!

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@editorialbot add @LingfengLuo0510 as reviewer

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@LingfengLuo0510 added to the reviewers list!

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mrazomej commented Jul 9, 2024

Hi @mrazomej 👋 would you be interested in taking this paper on for review?

Yes, I'm interested. Count me in!

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likeajumprope commented Jul 9, 2024

@editorialbot add @mrazomej as reviewer

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@editorialbot add @mrazomej as reviewer

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@mrazomej added to the reviewers list!

@likeajumprope
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Thanks heaps @mrazomej and @LingfengLuo0510! I will then start the review process!

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@editorialbot start review

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OK, I've started the review over in #6969.

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